Effect of Industry 4.0 technologies adoption on the learning process of workers in a quality inspection operation

被引:5
|
作者
Tortorella, Guilherme Luz [1 ,2 ,3 ,8 ]
Anzanello, Michel J. [4 ]
Fogliatto, Flavio S. [5 ]
Antony, Jiju [6 ]
Nascimento, Daniel [7 ]
机构
[1] Univ Melbourne, Melbourne, Australia
[2] Univ Austral, IAE Business Sch, Buenos Aires, Argentina
[3] Univ Fed Santa Catarina, Dept Syst & Prod Engn, Florianopolis, Brazil
[4] Univ Fed Rio Grande do Sul, Dept Prod & Transport Engn, Porto Alegre, Brazil
[5] Univ Fed Rio Grande do Sul, IE Dept, Porto Alegre, Brazil
[6] Khalifa Univ, Dept Ind & Syst Engn, Abu Dhabi, U Arab Emirates
[7] Univ Jaen, Operat Management & Ind Engn, Jaen, Spain
[8] Univ Fed Santa Catarina, Florianopolis, Brazil
关键词
Industry; 4; 0; learning curve; learning rate; quality control; training; cockpit inspection; MASS CUSTOMIZATION; LEAN PRODUCTION; CURVE; IMPLEMENTATION; FUTURE; PERFORMANCE; SYSTEM; INNOVATION; MODELS;
D O I
10.1080/00207543.2022.2153943
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study examines the effect of Industry 4.0 (I4.0) technologies on the learning process of operators. We collected data from the training of new operators in a quality inspection workstation. Two distinct scenarios were considered: before and after the adoption of I4.0 technologies. Data from 10 operators were collected in each scenario; the quality inspection cycle was repeated by each operator 30 consecutive times. A 2-parameter hyperbolic learning curve model was used to assess the learning process in the two groups. Results indicated that operators supported by I4.0 technologies had a significantly higher learning rate than those performing the same tasks without I4.0 support. No significant difference was found in the final performance level between groups. Our study bridges a theoretical gap in the relationship between I4.0 and learning by directly comparing the effect of digital support on the training of new employees in a manufacturing environment. We also offer arguments to support managerial decisions with regards to I4.0 adopti-on at an operational level. That allows organisations to prioritise their digitalisation efforts so that the training of operators in workstations can be expedited.
引用
收藏
页码:7592 / 7607
页数:16
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